Run
1836684

Run 1836684

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k2
moa.BlastDecayed(9)_pfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9505
Per class
Confusion matrix
F measure
0.9373
Per class
Kappa
0.8633
KB relative information score
862969
Mean absolute error
0.0685
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9378
Per class
Predictive accuracy
0.9371
Prior entropy
1
Recall
0.9371
Per class
Relative absolute error
0.137
Root mean prior squared error
0.5
Root mean squared error
0.2292
Root relative squared error
0.4583